MLSP-P63: Machine Learning for Scientific and Sensing Applications
Poster
Thu, 7 May, 16:30 - 18:30
Location: Poster Area 5
Session Type: Poster
Session Chair: Pu (Perry) Wang, Mitsubishi Electric Research Laboratories (MERL)
Track: Machine Learning for Signal Processing [ML]
Click the to view the manuscript on IEEE Xplore Open Preview

MLSP-P63.1: CPJ: Explainable Agricultural Pest Diagnosis via Caption–Prompt–Judge with LLM-Judged Refinement
Wentao Zhang, Shandong University of Technology, China; Tao Fang, Macau Millennium College, Macao; Lina Lu, Shandong University of Technology, China; Lifei Wang, Weihe Zhong, Macau Millennium College, Macao
 

MLSP-P63.2: Physics Informed Generative Models for Magnetic Field Images
Aye Phyu Phyu Aung, Institute for Infocomm Research (I2R), Singapore; Lucas Lum, Advanced Micro Devices (Singapore) Pte Ltd, Singapore; Zhansen Shi, National University of Singapore, Singapore; Wen Qiu, Bernice Zee, Jiann Min Chin, Advanced Micro Devices (Singapore) Pte Ltd, Singapore; Yeow Kheng Lim, National University of Singapore, Singapore; Senthilnath Jayavelu, Institute for Infocomm Research (I2R), Singapore
 

MLSP-P63.3: CARBON-ECS: A BENCHMARK AND A PHYSICS-DECOUPLED MODEL FOR THE EAST CHINA SEA CARBON FLUX
ChengJie Fang, Enyuan Zhao, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, China; Hongming Yao, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China; Ziyu Sun, Di Gao, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, China; Yanbiao Li, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences; Computer Network Information Center, Chinese Academy of Sciences, China
 

MLSP-P63.4: Equivariant Hamiltonian Graph Neural Networks for Generalizing Dynamics of Magnetic Pendulum System
zitong zhang, hao sun, Renmin University of China, China
 

MLSP-P63.5: Lagrangian Deep Learning for Private RIS-aided Localization: An Active Sensing Approach
George Stamatelis, George Alexandropoulos, National and Kapodistrian University of Athens, Greece
 

MLSP-P63.6: SF-MVD: SENSOR FAILURE-AWARE MULTI-MODAL VEHICLE DETECTION WITH LIDAR-RADAR FUSION IN FOGGY WEATHER
Jiake Tian, Shenzhen Jelicomm Co., Ltd., China; Yi Zou, Dacheng Li, School of Microelectronics, South China University of Technology, China
 

MLSP-P63.7: DIACDM: COGNITIVE DIAGNOSIS IN TEACHER-STUDENT DIALOGUES USING THE INITIATION-RESPONSE-EVALUATION FRAMEWORK
Rui Jia, Yuang Wei, Ruijia Li, Yuan-hao Jiang, Xinyu Xie, East China Normal University, China; Yaomin Shen, Zhejiang University, China; Min Zhang, Bo Jiang, East China Normal University, China
 

MLSP-P63.8: PHYSICS AND DATA DRIVEN TRANSFORMER-MAMBA FRAMEWORK FOR FLOW FIELD
Zhuo Zhang, College of Computer Science and Technology, China; Shun Zou, College of Artificial Intelligence, China; Canqun Yang, Xi Yang, College of Computer Science and Technology, China
 

MLSP-P63.9: DATA-DRIVEN ALGORITHMS FOR ROBUST OR SELECTIVE CFAR DETECTION IN COLORED GAUSSIAN NOISE
Angelo Coluccia, Emanuele Mele, University of Salento, Italy; Alessio Fascista, Politecnico di Bari, Italy